Abstract
We propose the method generating a saliency map using the self-organized filter generted from the observation of the image. So we introduce the ICA base estimation to the model generating a saliency map. Especially, the photo receptor cell is not regular. We extend the ICA base estimation to apply for the non-regular positioned receptor cells. Moreover we generate the model so that a receptor cell can receive the information about color and motion which human receives. We show the effectiveness of the proposed early vision model generating a saliency map based on the ICA base estimation by appling this model for the image.
